Purpose: This study aimed to
develop and validate a scale for measuring what influences students' academic
achievement in the Badminton 1 course at Saigon University, Vietnam. While
physical education research often discusses skill acquisition broadly, no
instrument has been designed specifically for badminton instruction in
Vietnamese universities.
Methods: This study employed
a mixed-methods design across two phases. In the qualitative phase,
semi-structured interviews with 30 experts (physical education lecturers and
administrators) were conducted to develop a preliminary scale. In the
quantitative phase, a survey was administered to 1,846 undergraduate students
who had completed the Badminton 1 course during the 2024-2025 academic year.
Data were analyzed using Cronbach's Alpha for reliability assessment,
Exploratory Factor Analysis (EFA) for construct validity, and Multiple Linear
Regression to determine the relative influence of factors on academic
achievement. The dependent variable—academic achievement—was measured using
seven items with a Cronbach's Alpha of 0.941.
Results: The final scale
comprised seven factors with 34 observed variables. Cronbach's Alpha
coefficients for all factors ranged from 0.942 to 0.993, indicating excellent
internal consistency. The EFA results confirmed the seven-factor structure,
which cumulatively explained 93.38% of the variance in the observed variables,
with the Kaiser-Meyer-Olkin (KMO) measure of 0.892 and Bartlett's test of
sphericity significant (χ² = 119,330.515, p < 0.001). The multiple linear
regression model was significant (F = 217.226, p < 0.001), with an Adjusted
R² of 0.451, indicating that the seven factors explained 45.1% of the variance
in academic achievement. The order of influence, determined by standardized
beta coefficients, was: (1) Teaching Methods (β = 0.336), (2) Assessment
Methods (β = 0.319), (3) Lecturer Competence (β = 0.292), (4) Course Curriculum
(β = 0.272), (5) Facilities (β = 0.237), (6) Learning Attitude (β = 0.234), and
(7) Learning Methods (β = 0.212).
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